| The Power of Large Language Models for Wireless Communication System Development: A Case Study on FPGA Platforms | Jul 14, 2023 | In-Context LearningScheduling | —Unverified | 0 |
| Controllable Data Augmentation for Few-Shot Text Mining with Chain-of-Thought Attribute Manipulation | Jul 14, 2023 | Aspect-Based Sentiment AnalysisAttribute | CodeCode Available | 1 |
| Unsupervised Calibration through Prior Adaptation for Text Classification using Large Language Models | Jul 13, 2023 | In-Context Learningtext-classification | CodeCode Available | 0 |
| Exploring the Integration of Large Language Models into Automatic Speech Recognition Systems: An Empirical Study | Jul 13, 2023 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| AutoHint: Automatic Prompt Optimization with Hint Generation | Jul 13, 2023 | Hint GenerationIn-Context Learning | CodeCode Available | 0 |
| Towards Understanding In-Context Learning with Contrastive Demonstrations and Saliency Maps | Jul 11, 2023 | In-Context LearningSentiment Analysis | CodeCode Available | 0 |
| Large Language Models as General Pattern Machines | Jul 10, 2023 | ARCIn-Context Learning | —Unverified | 0 |
| Assessing the efficacy of large language models in generating accurate teacher responses | Jul 9, 2023 | BenchmarkingIn-Context Learning | —Unverified | 0 |
| One Step of Gradient Descent is Provably the Optimal In-Context Learner with One Layer of Linear Self-Attention | Jul 7, 2023 | In-Context Learningregression | —Unverified | 0 |
| RecallM: An Adaptable Memory Mechanism with Temporal Understanding for Large Language Models | Jul 6, 2023 | Continual LearningIn-Context Learning | CodeCode Available | 0 |
| In-Context Learning for Attention Scheme: from Single Softmax Regression to Multiple Softmax Regression via a Tensor Trick | Jul 5, 2023 | In-Context LearningNatural Language Understanding | —Unverified | 0 |
| Scaling In-Context Demonstrations with Structured Attention | Jul 5, 2023 | DecoderIn-Context Learning | —Unverified | 0 |
| Diverse Retrieval-Augmented In-Context Learning for Dialogue State Tracking | Jul 4, 2023 | Dialogue State TrackingFew-Shot Learning | CodeCode Available | 0 |
| Exploring the In-context Learning Ability of Large Language Model for Biomedical Concept Linking | Jul 3, 2023 | In-Context LearningInformation Retrieval | —Unverified | 0 |
| Trainable Transformer in Transformer | Jul 3, 2023 | AttributeIn-Context Learning | CodeCode Available | 1 |
| InstructEval: Systematic Evaluation of Instruction Selection Methods | Jul 1, 2023 | BenchmarkingIn-Context Learning | —Unverified | 0 |
| SPAE: Semantic Pyramid AutoEncoder for Multimodal Generation with Frozen LLMs | Jun 30, 2023 | In-Context Learningmultimodal generation | —Unverified | 0 |
| SummQA at MEDIQA-Chat 2023:In-Context Learning with GPT-4 for Medical Summarization | Jun 30, 2023 | AllIn-Context Learning | CodeCode Available | 0 |
| GPT-FinRE: In-context Learning for Financial Relation Extraction using Large Language Models | Jun 30, 2023 | ArticlesFinancial Relation Extraction | CodeCode Available | 0 |
| Meta-Reasoning: Semantics-Symbol Deconstruction for Large Language Models | Jun 30, 2023 | Domain GeneralizationIn-Context Learning | CodeCode Available | 0 |
| DisasterResponseGPT: Large Language Models for Accelerated Plan of Action Development in Disaster Response Scenarios | Jun 29, 2023 | Disaster ResponseIn-Context Learning | —Unverified | 0 |
| Could Small Language Models Serve as Recommenders? Towards Data-centric Cold-start Recommendations | Jun 29, 2023 | In-Context LearningLanguage Modeling | CodeCode Available | 1 |
| HyenaDNA: Long-Range Genomic Sequence Modeling at Single Nucleotide Resolution | Jun 27, 2023 | 4kIn-Context Learning | CodeCode Available | 2 |
| Pretraining task diversity and the emergence of non-Bayesian in-context learning for regression | Jun 26, 2023 | DiversityIn-Context Learning | CodeCode Available | 1 |
| Understanding In-Context Learning via Supportive Pretraining Data | Jun 26, 2023 | In-Context Learning | —Unverified | 0 |
